{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### yield的3种用法（生成器的3种应用模式）"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "vscode": {
     "languageId": "plaintext"
    }
   },
   "source": [
    "- 生成器的3种模式\n",
    "    - pull：特点在于能不断向外产出数据，也就是迭代器\n",
    "    - push：特点在于能不断向内发送数据，比如计算移动平均值的例子，是非常早期的协程概念\n",
    "    - task：任务式（是AsyncIO里的协程）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.image as mpimg\n",
    "\n",
    "def show_flow(path):\n",
    "    img = mpimg.imread(path)\n",
    "    plt.figure(figsize=(12, 8))\n",
    "    plt.imshow(img, interpolation='none')\n",
    "    plt.axis('off')\n",
    "    plt.show()\n",
    "\n",
    "show_flow('figs/flow_gen_coroutine.png')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- data vs event\n",
    "    - pull/push 都是受数据驱动的\n",
    "    - task 是受事件驱动的"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# pull风格生成器的伪代码\n",
    "def pull_style():\n",
    "    while still_have_data:\n",
    "        yield data\n",
    "\n",
    "# push风格生成器的伪代码\n",
    "def push_style():\n",
    "    while still_have_data:\n",
    "        input_data = yield output_data\n",
    " \n",
    "# task式生成器，也就是协程\n",
    "def task_style():\n",
    "    ??? = yield ???"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 事件通常都是通过回调函数（callback）来处理的。 例如：\n",
    "\n",
    "# 3 秒后调用 func\n",
    "call_later(3, func)\n",
    "\n",
    "# 当 socket 可读时调用 read\n",
    "register(sock, selectors.EVENT_READ, read)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- 为什么要让出（yield）执行权（也就是出栈）？\n",
    "    - 遇到什么样的事件需要 yield？\n",
    "    - 在出栈前该如何设置事件（回调）？\n",
    "- 凭什么能恢复执行（也就是入栈）？\n",
    "    - 是谁促成了事件的发生？\n",
    "    - 是谁（感知到了事件的发生）让出栈的协程再次入栈（也就是说，谁来调用 send）？"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "base",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
